Behaviour recognition of pigs and cattle: Journey from computer vision to deep learning
C Chen, W Zhu, T Norton - Computers and Electronics in Agriculture, 2021 - Elsevier
The increasing demand for sustainable livestock products also demands new
considerations in animal breeding. Breeding programs are now seeking to integrate animal …
considerations in animal breeding. Breeding programs are now seeking to integrate animal …
[HTML][HTML] A systematic review on validated precision livestock farming technologies for pig production and its potential to assess animal welfare
Y Gómez, AH Stygar, IJMM Boumans… - Frontiers in veterinary …, 2021 - frontiersin.org
Several precision livestock farming (PLF) technologies, conceived for optimizing farming
processes, are developed to detect the physical and behavioral changes of animals …
processes, are developed to detect the physical and behavioral changes of animals …
Exploring the potential of precision livestock farming technologies to help address farm animal welfare
J Schillings, R Bennett, DC Rose - Frontiers in Animal Science, 2021 - frontiersin.org
The rise in the demand for animal products due to demographic and dietary changes has
exacerbated difficulties in addressing societal concerns related to the environment, human …
exacerbated difficulties in addressing societal concerns related to the environment, human …
[HTML][HTML] Automatically detecting pig position and posture by 2D camera imaging and deep learning
Prior livestock research provides evidence for the importance of accurate detection of pig
positions and postures for better understanding animal welfare. Position and posture …
positions and postures for better understanding animal welfare. Position and posture …
The research progress of vision-based artificial intelligence in smart pig farming
S Wang, H Jiang, Y Qiao, S Jiang, H Lin, Q Sun - Sensors, 2022 - mdpi.com
Pork accounts for an important proportion of livestock products. For pig farming, a lot of
manpower, material resources and time are required to monitor pig health and welfare. As …
manpower, material resources and time are required to monitor pig health and welfare. As …
Recording behaviour of indoor-housed farm animals automatically using machine vision technology: A systematic review
Large-scale phenotyping of animal behaviour traits is time consuming and has led to
increased demand for technologies that can automate these procedures. Automated …
increased demand for technologies that can automate these procedures. Automated …
Implementation of machine vision for detecting behaviour of cattle and pigs
A Nasirahmadi, SA Edwards, B Sturm - Livestock Science, 2017 - Elsevier
Livestock production to provide food for a growing world population, with increasing demand
for meat and milk products, has led to a rapid growth in the scale of cattle and pig …
for meat and milk products, has led to a rapid growth in the scale of cattle and pig …
On-barn pig weight estimation based on body measurements by a Kinect v1 depth camera
A Pezzuolo, M Guarino, L Sartori, LA González… - … and electronics in …, 2018 - Elsevier
Abstract Information on the daily growth rate of pigs enables the stockman to monitor their
performance and health and to predict and control their market weight and date. Manual …
performance and health and to predict and control their market weight and date. Manual …
[HTML][HTML] Precision livestock farming: Building 'digital representations' to bring the animals closer to the farmer
Economic pressures continue to mount on modern-day livestock farmers, forcing them to
increase herds sizes in order to be commercially viable. The natural consequence of this is …
increase herds sizes in order to be commercially viable. The natural consequence of this is …
Automatic recognition of lactating sow postures from depth images by deep learning detector
C Zheng, X Zhu, X Yang, L Wang, S Tu… - Computers and electronics …, 2018 - Elsevier
The behaviors of livestock on farms are the primary representatives of animal welfare, health
conditions and social interactions. Measuring behavior quantitatively in an automatic …
conditions and social interactions. Measuring behavior quantitatively in an automatic …